Dec 8
I have did a multivariate line plot for unemployment rate and total jobs over years .
From the graph it is evident that the total jobs offered are gradually increased from 2013 to 2019 and unemployment is observed declining.
Dec 6
I have plot line graph for logon passenger over year and logon international flights over years and taken x- axis as years .
Re-uploading Project 2
Dec 4
I have did a statistical analysis for the dataset of Boston economic indicator for all variables and plot a smooth histogram for variables logon international flights and hotel occupancy rate and taken x- axis as values and y-axis as Density.
NLP
Natural Language Processing (NLP) is a field of artificial intelligence (AI) that focuses on enabling computers to understand, interpret, and generate human language. It involves the interaction between computers and humans through natural language. NLP techniques allow machines to comprehend, analyze, and derive meaning from text and speech data.
NLP encompasses various tasks, such as:
- Language Understanding: Extracting meaning from text, including tasks like sentiment analysis, named entity recognition, and language translation.
- Language Generation: Creating human-like text or speech, including tasks like chatbots, language translation, and content generation.
- Language Processing: Manipulating and analyzing language data, including tasks like text summarization, document classification, and information retrieval.
NLP plays a crucial role in various applications, from virtual assistants like Siri and Alexa to recommendation systems, language translation tools, and sentiment analysis in social media. Its aim is to bridge the gap between human language and machine understanding, enabling more effective interaction and processing of vast amounts of textual information.